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Record W7117092569

Brève revue documentaire sur la sagesse des femmes autochtones en lien avec le monde du travail au Québec

2025· other· fr· W7117092569 on OpenAlexaboutno aff
Emmanuel Colomb, Daphnée Malleck, Rose Bacon Coutu

Bibliographic record

VenueConstellation (Université du Québec à Chicoutimi) · 2025
Typeother
Languagefr
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsContext (archaeology)Post colonialismVerstehenSolidarity
DOInot available

Abstract

fetched live from OpenAlex

Cette brève revue documentaire s’inscrit dans un projet de recherche multidisciplinaire et collaboratif amorcé en 2023, intitulé Atikamekw iskwew et Innushkueu — Parcours de vie, portraits féminins et réflexion comparative sur la sagesse, les valeurs et l’éthique du travail. Ce travail d'écriture a pris appui sur une conception autochtone du travail, plus précisément sur la notion innue d’atuskan, qui renvoie à l’idée de faire un effort dans le but de…. Dans le monde contemporain, nombreuses sont ces femmes autochtones depuis Anne Kapesh (Kapesh, 1979) qui ont fait le choix de s’investir dans leur nation pour transmettre la vérité et assurer la pérennité de leurs traditions, de leur langue ainsi que de leur vision du monde afin de rétablir un équilibre (Basile, 2021). Elles assument souvent l’adaptation et la survie de leur fratrie aux réalités des contextes du travail moderne tout en transférant aux générations futures leurs expériences et expertises. Elles utilisent l’humilité et la réciprocité comme principes éthiques de leur engagement (Delisle L’Heureux, 2018). Cette brève revue documentaire leur est dédiée.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.048
Threshold uncertainty score0.347

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0170.007
Scholarly communication0.0060.002
Open science0.0010.002
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0160.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.011
GPT teacher head0.210
Teacher spread0.200 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueConstellation (Université du Québec à Chicoutimi)French-language works237,207